Uplink Performance of MmWave-Fronthaul Cell-Free Massive MIMO Systems

被引:20
|
作者
Ibrahim, Mohamed [1 ]
Elhoushy, Salah [1 ]
Hamouda, Walaa [1 ]
机构
[1] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ H3G 1M8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Systems operation; Bandwidth; Precoding; Geometry; Channel estimation; Tools; Stochastic processes; Cell-free mMIMO; data compression; mmWave fronthaul network; limited-fronthaul capacity; UL data rates; stochastic geometry; MILLIMETER-WAVE NETWORKS; RESOURCE-ALLOCATION; EFFICIENCY;
D O I
10.1109/TVT.2021.3131426
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Cell-free (CF) massive multiple-input multiple-output (mMIMO) is a promising candidate to support the requirements of the fifth-generation (5 G) and beyond networks. However, the capacity of the fronthaul network dramatically influences its performance. While wired fronthaul links can be seen as the optimal choice, they may not be practically feasible. Exploiting the enormous bandwidth available in the millimeter-Wave (mmWave) band to support the fronthaul links paves the way to achieve the full potential of CF mMIMO systems. In this paper, we investigate the uplink (UL) performance of CF mMIMO systems supported by mmWave-fronthaul networks. Using tools from stochastic geometry, we derive analytical expressions for both the distribution of the provided fronthaul capacity and the average UL data rates. We show that although increasing the density of blockages degrades the average UL data rates, increasing the density of CPUs can limit such effect. Moreover, the obtained results reveal that the network deployment should be adjusted according to the available fronthaul bandwidth and the density of blockages. In particular, for a given fronthaul bandwidth, increasing the density of APs beyond a certain limit would not achieve further improvement in the UL data rates. Besides, increasing the number of antennas per AP may even cause a degradation in the system performance.
引用
收藏
页码:1536 / 1548
页数:13
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